Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

AI Platform Engineer

Tandems · Noida

AI Platform Engineer
Location:  Noida, Uttar Pradesh, India

Come thrive at Tandems! We build intelligent solutions that reimagine how advice is delivered, how institutions operate, and how expertise is unlocked at scale. Our AI-enabled platform empowers advisors, bankers, and agents with deeper insights, personalized recommendations, and more time to focus on guiding clients through life’s most important decisions. We are pioneering Finance With Intelligence, where technology amplifies human impact instead of replacing it.

Through partnerships with some of the world’s largest and most innovative financial institutions like Wells Fargo, Citizens Bank and ScotiaBank, we seek to help our clients make better financial decisions.

About the Team and Opportunity 
The Engineering Team designs, builds, and maintains the systems that power Tandems’ AI-enabled platform, which reimagines how financial advice is delivered, how institutions operate, and how advisors help clients succeed. We build:

- Client-facing applications that enable seamless onboarding, personalized advice, and digital collaboration.
- Algorithms and investment systems that support smarter portfolio management and better financial outcomes.
- AI-powered tools that give advisors intelligent insights, streamline workflows, and enhance client engagement across our products: TandemsInvest, TandemsMeet, and TandemsGrow.

As an AI Platform Engineer, you’ll design and develop the foundational capabilities that make our AI-powered products possible — from retrieval and orchestration layers to model integration and evaluation frameworks. You’ll work across the stack to turn LLM capabilities into production-ready, compliant, and reliable features that directly impact how advisors engage with their clients.
AI Platform Engineer
Location:  Noida, Uttar Pradesh, India

Come thrive at Tandems! We build intelligent solutions that reimagine how advice is delivered, how institutions operate, and how expertise is unlocked at scale. Our AI-enabled platform empowers advisors, bankers, and agents with deeper insights, personalized recommendations, and more time to focus on guiding clients through life’s most important decisions. We are pioneering Finance With Intelligence, where technology amplifies human impact instead of replacing it.

Through partnerships with some of the world’s largest and most innovative financial institutions like Wells Fargo, Citizens Bank and ScotiaBank, we seek to help our clients make better financial decisions.

About the Team and Opportunity 
The Engineering Team designs, builds, and maintains the systems that power Tandems’ AI-enabled platform, which reimagines how financial advice is delivered, how institutions operate, and how advisors help clients succeed. We build:

- Client-facing applications that enable seamless onboarding, personalized advice, and digital collaboration.
- Algorithms and investment systems that support smarter portfolio management and better financial outcomes.
- AI-powered tools that give advisors intelligent insights, streamline workflows, and enhance client engagement across our products: TandemsInvest, TandemsMeet, and TandemsGrow.

As an AI Platform Engineer, you’ll design and develop the foundational capabilities that make our AI-powered products possible — from retrieval and orchestration layers to model integration and evaluation frameworks. You’ll work across the stack to turn LLM capabilities into production-ready, compliant, and reliable features that directly impact how advisors engage with their clients.
Tandems is backed by premier venture capital firms, including Bain Capital Ventures, General Atlantic, Nyca Partners, and Union Square Ventures as well as leading financial institutions including Wells Fargo, UBS, Santander, New York Life, and Comerica. We've raised over $100 million to support our growth as a leading technology provider to financial institutions.

© Nvest. All rights reserved, Tandems is proud to be an equal opportunity workplace. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate on the basis of race, religion, color, gender identity, sexual orientation, age, disability, veteran status, or other applicable legally protected characteristics. We encourage people of different backgrounds, experiences, abilities and perspectives to apply.

San Francisco Applicants: Tandems will consider applicants with arrest and conviction records (criminal histories) in a manner consistent with the San Francisco Fair Chance Ordinance.